A Short Guide to Getting Started with Natural Language Processing
This guide is intended for anyone who has a text problem they want solved
...the project: We are preparing a Turkish-focused large language model and currently hold ~500 GB of raw text. Initial cleaning steps (removing URLs, code, non-text) are done, but we need an experienced Data Engineer to standardize the corpus, perform language detection, deduplication, sensitive-content filtering, and build a reproducible cleaning pipeline ready for pretraining. Responsibilities: Design and implement automated scripts/pipelines to ingest, normalize, and validate mixed-format text data (txt/jsonl). Apply language detection, PII masking, deduplication, whitespace/layout cleanup, and quality filtering (rule-based + optional ML tools). Define quality metrics (token counts, Turkish-language ratio, sampled QC reports) and deliver periodic summaries. Produce the ...
...etc.) Push Notifications (optional) Admin can send notifications to users Admin Panel (Web-Based) Secure admin login Task management (add/edit/delete) User management (points, referrals, history) Referral reward settings Gift code upload & stock tracking Offerwall enable/disable Analytics dashboard (total users, tasks, redemptions, etc.) Notifications to users Security & Anti-Fraud Block VPN users Detect multiple accounts on one device Account retention after reinstall Device/IP binding to reduce abuse Deliverables Working app builds (Android APK & iOS IPA/TestFlight) Full source code (Flutter frontend, backend, admin panel) Database and config files Clean, well-commented code Setup instructions or live demo Setup support (if needed) ...
We will make a distance meter using the msp430g2553 card. The project will use a servo motor, HC-SR04 sensor and requires an altium pcb design. I need someone to draw the altium schematic and PCB design.
...refinement, including self-play capabilities. Key Requirements: * Deep understanding of Okey 101 rules and strategies. * Expert programming skills (Python strongly preferred for ML/AI). * Extensive experience in AI development, with a focus on game AI and anti-cheat systems. * Deep understanding of game theory, decision-making algorithms (MCTS, Minimax, Reinforcement Learning), and anomaly detection techniques. * Proven experience integrating AI and anti-cheat into online multiplayer games, especially in real-money environments. * Proficiency with Unity, Node.js, Colyseus, and GraphQL. Anti-Cheat System Requirements: The anti-cheat system should focus on detecting collusion, particularly the intentional discarding of tiles to benefit known opponents. Consider the followin...
...Result (Home - Draw - Away) • Over/Under 2.5 Goals • Over/Under 3.5 Goals • First Half Result (Home - Draw - Away) 3. System Functionality: • Data Refresh: The system should scan and update the odds every 5 seconds for all available football fixtures. • Odds Comparison: The odds from , , and Betfair Exchange should be compared for each match. • Difference Detection: The system should detect and highlight differences based on a percentage difference filter (for example, 5% or 10%). • Customizable Domain Update: • These websites frequently change their domains (e.g., may become or within a few days). • Therefore, the system must include an admin panel where I can manually update the current domain addresses
Akciğer kanser teşhisi yapan 3D CNN yapay zekayı colabda başarılı bir şekilde oluşturmak.
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IOS ve An...ile fotoğraf çekip web servis vasıtası ile yüz tanıma sunucumuza çektiği fotoğrafı göndermek istiyoruz. Sunucu fotoğrafla ilgili tanımlı olup olmadığı husunda fotoğrafın geldiği uygulamaya geri cevap verecektir ve uygulama ekranında gelen cevap görüntülenecektir. projenin özelikle react native ile yazılmasını istiyoruz. işin sonunda tüm kodlar talep edilmektedir. We want to do live face detection on iOS and Andoid phones, take photos with wink and send a photo to our facial recognition server via web service. The server will respond back to the application where the photo came from, and the answer will be displayed on the app screen. We want the regen to be written specifically with react native. At the end of the ...
Yusuf Bey Merhaba, STH lisanslı bir telekom firmasında teknik departman müdürüyüm , şöyle bir sorunumuz var daha önceden çalışmakta olduğumuz aculab prosody s üzerine kurulu voip sisteminden asterisk platformuna taşınmaya çalışıyoruz test amaçlı kurduğumuz server üzerinde denemeler yapıyoruz, şu anda çağrılarımızda bir sorun yok istediğimiz şekilde çalışıyor olmasına rağmen dtmf detection sorunumuz var, ne yaptıysak asteriskin dtmfleri yakalamasını bir türlü başaramadık, bu konuda bize yardımcı olma şansınız var mıdır?Teşekkürler.
English: must use freeglut library. I have a tank made out of quads that strafes. I need help adding a .raw file to 1 four cornered quad, and 3d collision detection for my one tank object. I have to turn this thing in 12 hours
Important: Proposals that include AI-generated cover letters will not be considered. Task Details: We are seeking a talented and creative writer. Th...Task Details: We are seeking a talented and creative writer. This role involves crafting high-quality, original, and engaging proposals for our international clients. We are not looking for generic or repetitive proposals; we want creativity and originality that stand out. We do not want AI-written proposals; we have tools to generate those ourselves. Each submission is checked using paid AI detection software before approval. Payment is $1 per 100 words. Please only place a bid if you: • Write 100% original content without AI assistance. • Are interested in a long-term collaboration. Payment will be made securely via...
I'm seeking a skilled developer to create fully emulated firmware for a DMA card. Requirements: - Supports Windows 11 - Fully emulated PCIe device (Private 1:1 build) - Bit-for-bit PCIe config from genuine donor - Unique build – never resold - Driverless operation (no manual install required) - Top-tier spoofing fidelity - Immune to DRV-Scan and deep detection layers - Clean Device Manager (no ⚠️) - Full BAR and driver compatibility - Passes DRV-Scan - DNA Locked (tied to your DNA ID) The firmware should support and be compatible with various anti-cheat systems, including: VAC BE RICO WDN EAC VGK Javelin AC (BF6) DNA ID will be provided. Ideal candidates for this project should possess extensive experience in firmware development, a deep understanding of DMA card fu...
...Requirement: Live Camera Detection of 4 Black Boxes with Auto Capture We are looking for a skilled React Native (Expo) developer to implement a live camera-based detection feature. Requirement Overview The application will use the device camera to detect four black square boxes placed at the four corners of a square/rectangle in real time. When all four black boxes are correctly detected in the live camera view, the camera overlay will turn green, and the app will automatically capture a high-resolution image. After capture, the user must be able to preview the captured image with options to Save or Retake. This feature is intended for accurate document / OMR-style scanning. Functional Requirements Camera & Detection * Live camera preview using Expo Camera * ...
...or similar—to tighten the pacing, smooth the transitions, balance color and audio, and generally lift the overall quality without losing the authentic, home-movie feel. The source footage runs just under twenty minutes. I’m aiming for a concise final cut that keeps only the best moments while staying true to the narrative flow. You can decide which automated techniques (smart trimming, scene detection, subtle stabilization, quick music bed suggestions) will speed up the workflow, but every creative choice should ultimately feel human and personal. Deliverables • Final edited video in 1080p (or higher if the original allows) in MP4 format • Separate master file or project file so I can revisit the edit later • Brief summary of the AI features or ...
...solely on core engine programming. I’ll supply game design direction (it will be a frog sprite that hops tree to tree using his tongue to achieve a high score, simle arcade styled game), but to start the project I need: • 6502 assembly source code • Build scripts or makefiles that assemble a runnable ROM image • A simple demo level proving horizontal scrolling, sprite animation, collision detection, controller input, and basic audio playback • Clear documentation of memory layout, interrupts, and any mapper/bank-switch strategy used Acceptance criteria 1. Demo ROM runs flawlessly on real hardware and popular emulators for the Atari 7800. 2. Source assembles without modification using known working assemblers, matching the documented memory ma...
...seamlessly to single-family homes, apartment complexes, and condominiums. What I need from you are two concrete deliverables: • Detailed 2D drawings/blueprints that are ready for plan-set submission, complete with legends, pipe sizes, sprinkler head locations, and any call-outs a fitter or local reviewer will expect. • A coordinated 3D model that matches those drawings, suitable for clash detection and clear visual presentation. I’ll supply the base architectural plans, system specifications, and any jurisdictional notes I already have. You bring the drafting skill—AutoCAD, Revit, or a comparable platform is fine as long as the files are fully editable on my end. Please keep all layers tidy and naming conventions consistent so the package drops str...
...To Complete Codebase 90+ well-structured and documented PHP files Working live scrapers (real marketplace data) Client-ready dashboard UI Optimized MySQL database schema Automated deployment scripts Infrastructure DigitalOcean production server access Domain & SSL configured MySQL credentials provided Surfshark VPN subscription included Business Logic Automatic profit & arbitrage detection Price comparison framework (eBay ready) Email alert system ROI analysis (50×–250× opportunities identified) Final Deliverable A fully production-ready Advanced Sports Card Monitoring Bot with: Stable VPN rotation Reliable live data scraping Accurate card parsing Real-time price comparison 24/7 uninterrupted execution This system is already 95% co...
...the right people at mid-size marketplaces (Trust & Safety, Fraud, Marketplace Ops) so I can have real conversations and validate the idea. What you’ll do • Research and identify the right contacts at specific marketplace companies • Draft short, respectful outreach messages (email / LinkedIn) • Send low-volume, high-quality outreach • Help book exploratory conversations (no selling) What this is NOT • Not mass emailing • Not automation or scraping • Not pitching or closing deals • Not commission-only Ideal background • Experience with B2B or enterprise outreach • Familiar with platform companies or SaaS • Comfortable working on early-stage / validation projects • Understands sensitive areas like ...
disapprove a link in , it also deletes link from master database disapprove links is still having trouble detect body text of main channel page for 3. currently disapprove links is still having trouble to save links correctly into filteration_words_one.csv. Sample saving format is for link is rupannnanasei
...Transaction ID ⸻ 9. Rewards / Incentives Module MVP features: • Cashback in BTC or USD • Rewards tracker • Loyalty tier placeholder Admin controls: • Enable or disable rewards • Adjust reward percentage ⸻ Security Requirements System must include: • Encrypted sensitive data • Secure wallet key storage • No private keys exposed to the frontend • Secure admin login • Transaction logs • Fraud flag placeholder ⸻ Admin Dashboard (Backend Panel) Admins must be able to: User Management • View users • Search by phone or email • View balances • Freeze or unfreeze accounts Transaction Monitoring • View all transactions • Filter by type and status • Export CSV reports Ana...
...Articles may use AI-assisted summaries, but: No auto-publish No spinning Human final edits required Clear internal workflow supporting this 3. RSS → Draft Workflow (Google-Safe) I will be sourcing content via RSS feeds. You must configure: RSS feeds importing only into Draft / Pending Review No automatic publishing Source allowlist (approved feeds only) Post/day limits Duplicate title detection Category-based limits if needed You must explain which plugin(s) you will use and why. 4. Content Quality Guardrails To avoid spam and policy issues: Minimum content length enforcement (after human edit) Ability to manually reject or rewrite drafts No thin, empty, or placeholder articles published Clear separation between: Draft Pending Review Published 5. Cate...
I'm seeking an experienced AI developer to create a computer vision model focused on detecting people. The model will need to function effectively in both indoor and outdoor environments. Key Requirements: - Primary function: Object detection with a focus on people - Adaptable to both indoor and outdoor settings - High accuracy and reliability Ideal Skills and Experience: - Expertise in AI and machine learning - Strong background in computer vision, particularly in object detection - Experience with datasets and training models for varied environments - Proficiency in programming languages such as Python, and familiarity with libraries like TensorFlow or PyTorch Please provide examples of similar projects you've completed.
...animations for vetted tokens. Design the "Live from the Vault" widget featuring the Lloyds gold video. Build the 2026 Mining Progress map to show the extraction Terms: Fintech UI/UX Designer, Dashboard Expert, Gamification Designer, Webflow/ Designer.2. Automated "Digital Employees" (Bot Infrastructure). r Architect set up these automated systems:Bot NameFunctionTechnologyThe Fraud SentinelDetects "Bot Farms" trying to fake the 125-referral / SiftThe Alpha BotAutomatically emails daily tips to users in their 60-day vetting / Gemini APIThe Gold AuditorAlerts Admin when a user hits 125 vetted referrals for shipping. Custom WebhookThe Scarcity BotUpdates the "Spots Remaining" counter in real-time across the site.WebSockets3. Project Posting...
...in image recognition. - Strong experience with Python and API development. - Familiarity with automated visual inspection systems. - Prior experience in the aerospace industry is a plus. AI-Based Crack Detection Using Camera and Image Processing This project aims to develop an AI-based visual inspection system that uses camera images to automatically detect cracks and surface defects on aircraft metal panels. A deep learning model is trained on labeled images of surface cracks and is used to analyse new images captured by a camera or uploaded by the user. The system outputs the detection result in the form of: • the location of detected cracks on the image, and • a final inspection decision for each image (crack detected or no crack detected). The purpose o...
...Configure multi-platform auto-upload through Comet, mapping captions, thumbnails, tags, and any platform-specific metadata. • Create scheduling rules so each post goes live at the time I set—daily, weekly, or according to custom calendars. • Build a distribution workflow that queues content, validates it against each API’s limits, and triggers retries on transient errors. • Add an error-detection layer with clear logging and alerts so I can see failures, root causes, and automatic retries in one place. • Deliver deployment scripts and concise documentation so I can run the system locally or inside our existing cloud environment. The finished deliverable should include: 1. Source code and configuration files. 2. A short architecture diagr...
...Priority bugs within our business management platform, CompanySync. Our application is built and hosted on the Base44 platform. You will be working directly within the Base44 editor to debug React components, Node.js serverless functions, and complex AI integrations. Critical Priorities: Fix AI Voice Interruption (BUG-001): Resolve issues with Gemini Live Voice where interruption and Voice Activity Detection (VAD) are failing. Twilio Inbound/Outbound (BUG-013/014): Fix TwiML handlers for inbound AI voice calls and SMS responses for our virtual assistants. Google Calendar Two-Way Sync (BUG-003): Troubleshoot and resolve domain verification and webhook watch channel issues in the Google Cloud Console. Data Deduplication (BUG-004/005): Fix race conditions creating duplicate comp...
...enables upload of DICOM files, automatic anonymization (strip all metadata/identifiers), AI-driven detection & annotation of pathologies (caries, periodontal disease, bone loss, cysts, etc.), visual overlays, confidence scores, and report generation—all with strict patient privacy, no storage of originals, and human oversight required. Key Requirements: • Clean React/ frontend with drag-and-drop upload, DICOM viewer (e.g., ), annotation overlays & heatmaps. • Python backend (FastAPI preferred) + secure auth, encrypted file handling, and cloud storage (AWS S3/GCP). • PyTorch/TensorFlow ML models (fine-tune YOLO/U-Net/MONAI on open dental datasets) for multi-label detection/segmentation. • Mandatory: Full anonymization on upload (pydico...
I’m running an ongoing fraud-prevention test for RingApp and need help from people who are physically in Palestine, using an OOREDOO SIM on an Android phone. After installing the app, all you have to do is sign up with your OOREDOO number, open the profile screen, enable “Auto-perform tasks,” and leave the app active in the background. RingApp will trigger and instantly decline test calls on its own; you won’t have to answer or dial anything manually. Each block of 200 completed test calls releases a $5 milestone through Freelancer. The app tracks the call count for you, so payment is straightforward once the counter reaches 200 and the data syncs. Acceptance criteria • RingApp is installed and registered on an Android device with an OOREDOO SIM. &...
...is happening so I can flag hotspots and act quickly. Scope of work • Acquire and pre-process the latest Sentinel imagery for my specified AOIs in the tropics (cloud masking, atmospheric correction, seamless mosaicking). • Run an automated change-detection routine that distinguishes new clear-cuts from seasonal or spectral noise. • Output intuitive products—shapefiles, GeoTIFFs, and a simple dashboard or web map—that visualise forest-loss polygons with dates, area statistics, and confidence scores. Acceptance criteria • Detection accuracy is demonstrably high when validated against at least two recent ground-truth examples I will supply. • Processing chain is reproducible in Python or Google Earth Engine, with commented c...
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I need an expert to improve the accuracy of a histopathologic cancer detection model. The current model needs enhancement, and I prefer using algorithm enhancement for this task. Key Requirements: - Improve the model's accuracy in detecting cancerous tissues. - Use advanced techniques and methodologies for algorithm enhancement. Ideal Skills and Experience: - Expertise in machine learning and deep learning - Strong background in medical image analysis - Experience with histopathological images - Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch) - Familiarity with model evaluation and performance metrics Please provide examples of similar work and a detailed approach to how you would tackle this project.
...slot straight into the current BIM model (Revit 2024) and align with the latest architectural set. • Load calculations, equipment schedules and single-line diagrams sized for cost-effective installation. • A concise value-engineering report highlighting where we can trim material and labour expenses, together with any alternate product suggestions that preserve maintainability. • Clash detection reports after each coordination round with structural and architectural disciplines. • Attendance at two virtual coordination workshops with the wider design team (GMT+3). Acceptance criteria • All documents must meet local code (ASHRAE + applicable municipal standards) and the landlord’s shopping-centre technical guide. • Drawings delivere...
...for developers implementing the Cloud-Native Regulatory System (CNRS) — a supervisory technology platform for central bank supervision, risk analytics, compliance monitoring, early-warning systems, fraud detection, and stress testing. The platform is cloud-native (AWS), modular, AI-enabled, and supports regulatory analytics aligned with Basel III, AML/CFT, and Risk-Based Supervision frameworks. 2. SYSTEM OBJECTIVES The system must: Ingest regulatory data from financial institutions securely Validate, store, and process supervisory datasets Compute prudential ratios and compliance rules Detect fraud, AML anomalies, and suspicious activity Generate early warning signals for financial instability Run deterministic and Monte Carlo stress tests Provide dashboards ...
I already have a working object-detection pipeline written in Python, and I now need that same logic moved into a cleaner, better-structured Python codebase that’s easy to maintain and integrate into a larger application. Think of it as a conversion/refactor: exact same model, exact same results, but with modern syntax, clear separation of concerns, and thorough inline comments. You’ll start from my original scripts and checkpoints, preserve every bit of accuracy, and hand back a fully functioning module (including a simple demo script) that can be installed with pip-installable requirements. Feel free to streamline library calls—TensorFlow, PyTorch, OpenCV, or whatever is currently in place—so long as the final inference output matches the reference I provi...
Multilingual Speech + LLM Integrated Chatbot • Built a multilingual chatbot that understands and responds to users in their native language using real-time speech. • Used automatic language detection, speech-to-text, translation, and LLMs to generate accurate responses. • Created a 3D animated avatar that speaks responses with synchronized voice for a natural experience. • Designed modular and scalable pipelines for speech processing, translation, and AI integration.
I need an expert to develop embedded algorithms for our OWLY predictive maintenance platform. The platform uses fused vibration and acoustic sensing to detect early equipment faults in home appliances, specifically washing machines, dryers, and refrigerators. Key Requirements: - Convert sensor data into actionable equipment health diagnostics. - Focus on early fault detection for motors, bearings, and gearboxes. Ideal Skills and Experience: - Strong background in embedded systems and algorithm development. - Expertise in signal processing and sensor data analysis. - Experience with home appliance maintenance or diagnostics. - Familiarity with machine learning techniques is a plus.
...looking for a senior-level NestJS developer to build a robust, production-ready car data import engine for our vehicle marketplace. This isn't a simple "upload and save" task; we require a sophisticated streaming pipeline capable of processing massive datasets (CSV, XML, JSON) with minimal memory footprint and high reliability. Core Task Build a POST /imports/cars endpoint that: Automatic Format Detection: Handles multipart/form-data and identifies the file type (CSV, XML, or JSON) programmatically. Stream-Based Processing: Processes data using Node.js Streams / AsyncIterables. The application should never load the full file into RAM. Data Pipeline: Implements a clean Parse → Validate/Normalize → Map → Persist flow. Smart Idempotency: Ensures no...
...new clients per week (typical contract £500–£1,000) --- Scope of Work (Detailed) Phase 1 – System Setup You will help configure: Email setup Google Workspace or Microsoft 365 (SPF, DKIM, DMARC) CRM HubSpot Free or Sales Hub Starter only Contact, company, deal pipelines Custom fields for compliance justification and opt-out tracking Basic automation Sequences (rate-limited) Reply detection Auto-pause on reply HubSpot Professional / Enterprise is explicitly NOT required. --- Phase 2 – Prospect Identification Support You will assist with: Identifying organisations (not bulk email lists) in: Care sector Managing agents Commercial landlords Geographic focus: Merseyside Sourcing work email addresses only (no personal emails) --- P...
I have a small batch of images—fewer than one-hundred—that need clean, consistent object-detection labelling. For each image you will draw tight, non-overlapping bounding boxes around every instance of the target classes I will supply once we start. Accuracy matters more than speed; missed objects or sloppy boxes will be rejected. Preferred workflow is any modern tool that can export to COCO JSON or Pascal-VOC XML, as these formats plug straight into my training pipeline. If you normally use LabelImg, CVAT, Supervisely, or similar, that’s perfect. Deliverables • Annotated dataset in COCO JSON or Pascal-VOC XML (your choice, just stay consistent). • A quick text report summarising class counts and any edge cases flagged during labelling. I wil...
I’m sitting on a few hundred PDF invoices and need an automated way to spot any that were issued twice. Because our numbering scheme uses custom prefixes and special characters, I’d like the detection to rely solely on customer-specific data: the vehicle card number, the number of litres dispensed, and the exact date-time of tanking. Here’s what I’m after: an AI-powered script or lightweight app that scans every PDF, extracts those three fields with high accuracy, and then flags, groups, and reports any duplicates it finds. A clear CSV or Excel file listing each suspected duplicate (together with a confidence score and page reference) will be enough for me to review and act on. Acceptance criteria • All PDFs processed automatically—no manual ...
I have a set of user-generated clips that need to be turned into a polished, professional-looking advertisement. The entire workflow should be handled through AI: smart scene detection for automated cuts, tasteful AI-generated filters and effects that elevate—but never overpower—the footage, and perfectly synced automated subtitles and captions. I’d also like you to explore full AI multi-screen compositing so key moments can appear side-by-side or in picture-in-picture layouts where that helps the message land. The finished spot must communicate in a clear, formal style that’s suitable for a brand-safe environment while still feeling contemporary. I’m comfortable with whatever toolchain you prefer—Runway, Descript, Adobe Premiere Pro with Sensei,...
I have a kaggle dataset containing colored images and thermal image .. do feature extraction and then combine them and the do feature extraction on it
...drawings with dimensions, schedules, material specs and notes Acceptance criteria 1. All documents delivered in both PDF and the original editable format (DWG or Revit preferred). 2. Models must be geographically true and suitable for BIM coordination. 3. Renderings should reflect final material choices, lighting and furnishings. 4. Each discipline’s drawings are to be cross-checked for clash detection before submission. Please indicate the software you plan to use (Revit, AutoCAD, SketchUp, Lumion, etc.) and your estimated timeline for each milestone so I can align engineering reviews accordingly....
Project Name: PayTrack Industry: FinTech / Personal Finance Platform: React Nativ...Overview PayTrack is a secure mobile application that helps users track expenses, manage budgets, and analyze their financial behavior in real time. n Authentication & Security • Secure login with biometrics and PIN • Encrypted local storage • Role-based access for business accounts n Expense & Budget Management • Manual and automatic expense tracking • Category-based budgeting • Recurring expense detection n Financial Analytics • Monthly and yearly reports • Interactive charts • Exportable summaries n Main Project Keywords • Expense Tracking • Financial Analytics • Offline-First Storage • Secure Authentication • Data Visua...
...automation inside and out - Have thought about anti-detection techniques for bots How we'll work: This is a milestone-based project with 4 clear phases over about a month. I'm open to fast, agile development and I'm totally fine with you using AI assistants like Claude or Windsurf to speed things up (I use them too!). Milestones & Budget: 1. Week 1: Screen Capture & Basic Detection - $100 - Set up screen capturing for macOS - Detect the banker character with 95% accuracy - Create basic human-like mouse movement system 2. Week 2: Full Firemaking Cycle - $150 - Complete bank interaction sequence - Detect and withdraw logs - Implement fire lighting - Handle inventory management 3. Week 3: Robustness & Anti-Detection -...
I need a production-ready object detection model built, trained, and packaged so it runs smoothly on iOS and Android devices, in a modern web browser, and as a lightweight desktop application. The same model should power every platform to keep accuracy and behaviour consistent. You are free to choose the framework you are most comfortable with—TensorFlow, PyTorch, YOLOv8, Detectron2, or another proven library—as long as the final artefacts meet these requirements: • Mobile: optimised builds (e.g. TensorFlow Lite, Core ML, or ONNX) that hit realtime speeds on mid-range phones. • Web: WebAssembly/WebGL or implementation that loads in under three seconds on a standard connection. • Desktop: a small executable or Python app with GPU support when availab...
I am embarking on a full-stack build of a humanoid companion robot whose number-one mission is caring for an infant from birth through age five. Beyond the usual chore-support and graceful household navigation, the robot must excel at three core caregiving abilities: • Feeding – from bottle to basic solids, with portion control, temperature checks, and spill detection. • Diaper changing – autonomous removal, cleaning, and secure re-diapering, tracked in a hygiene log. • Health monitoring – continuous vitals, posture, and environmental safety checks, with instant mobile alerts. Rich, natural interaction is essential. The robot should talk and sing lullabies, entertain with simple games, and read stories or show age-appropriate educational ...
READ THE BRIEF BEFORE SUBMITTING ANY APPLICATION - IF YOU DO NOT, IT WILL BE REJECTED IMMEDIATELY. I WILL BE RUNNING ALL SUBMISSION AT FINAL STAGE DECISIONS THROUGH AI DETECTION AFTER HAVING RECEIVED 6 SEPARATE APPLICATIONS THAT WERE IDENTICAL. Freelancer CAD Project – Sacred Balinese Pendant (CAD Clean-Up + Final Production Exports) High Detail Jewellery CAD | Paid Work Hi designers I’m looking for an experienced Jewellery CAD specialist to help finalise a premium sacred Balinese-inspired pendant, designed for 22k gold casting (lost wax method). The pendant is already mostly complete in CAD, so this project is largely production clean-up and export preparation, not a full redesign. This is a beautiful, high-impact piece and I’m excited to bring it into...
I need an experienced electronics/PCB engineer...to ALL lamp outputs • Must drop on: - ESP32 crash - Watchdog timeout - Power instability • Safe power-up and fail behavior is mandatory fuse. WATCHDOG & RESET: • External hardware watchdog + reset supervisor • ESP32 provides heartbeat signal • Watchdog disables outputs and drops master relay on failure • Do not rely only on ESP32 internal watchdog LAMP FAILURE DETECTION: • Detect CURRENT flow • Group-level detection is acceptable POWER: • Input: 12V DC PCB & SAFETY: • Proper 220VAC clearance/creepage • Clear separation of HV and LV sections WHO SHOULD APPLY: • Experience with ESP32 hardware • Experience with AC mains / industrial elec...
...(English, French, local slang variants) • High-volume creative A/B testing Expected output: Minimum 50–100 content assets per week with minimal marginal cost. 7.2 AI-Powered Viral Engineering • AI-based trend detection and social listening • Same-day reaction content for trending topics • Meme-based and story-driven virality • Optimization of emotional triggers (confessions, debates, polls) ________________________________________ 7.3 AI-Optimized Paid Acquisition • Automated bidding and budget allocation • Creative rotation and suppression of underperforming ads • CPI prediction and fraud prevention • Retargeting and lookalike optimization 7.4 AI-Led ASO • Automated keyword discovery and ranking tracking • Store...
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